{"id":"W3140213901","doi":"10.21423/aabppro20114053","title":"Temporal Repeatability of Positive Test Results of Mycobacterium avium subspecies paratuberculosis-antibody Milk ELISA-positive Cows","year":2011,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Guelph","funders":"","keywords":"Mycobacterium avium subspecies paratuberculosis; Paratuberculosis; Herd; Subclinical infection; Dairy cattle; Antibody; Veterinary medicine; Biology; Animal science; Milk production; Mycobacterium; Medicine; Immunology; Virology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001100397,0.0002924737,0.001043131,0.0003200121,0.00007687976,0.00003053543,0.0001928177,0.0001504461,0.0002326488],"category_scores_gemma":[0.008463193,0.0002830127,0.0002406428,0.0008719301,0.0006744888,0.0007873395,0.0001030473,0.0003740492,0.00001234109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354831,"about_ca_system_score_gemma":0.0005329254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003358405,"about_ca_topic_score_gemma":0.00004940129,"domain_scores_codex":[0.9967842,0.0001066179,0.001186006,0.0005264289,0.000964863,0.0004319392],"domain_scores_gemma":[0.9900036,0.0009028615,0.003302495,0.0002765609,0.005260203,0.0002542833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003015529,0.001328345,0.8381742,0.00023377,0.000298913,0.000004114025,0.003770283,5.99581e-8,0.1505431,0.0005681884,0.001792833,0.0002706952],"study_design_scores_gemma":[0.001392291,0.002901183,0.7892216,0.0003053872,0.0002756572,0.00000948939,0.00448544,0.00003216276,0.200931,0.00007959135,0.0001607088,0.0002054831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716377,0.00002328099,0.00005904075,0.002926453,0.00006423031,0.0007272456,0.001949444,0.0000493398,0.02256325],"genre_scores_gemma":[0.9961026,0.0004385331,0.002150002,0.0001266291,0.00007429453,0.00005030994,0.000729255,0.00002504954,0.0003033712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05038789,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253898299845151,"score_gpt":0.2944333020199476,"score_spread":0.2718943190214961,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}